code: def __init__(self, fields, groups, guide_type, **controllargs):
      super(AGNNActionGuider, self).__init__()
      # create independent controllers for each group
      controllers = [
          AGNNReinforceController(fields, **controllargs)
          for group in groups
      ]
      self.controllers = nn.ModuleList(controllers)
      self.fields = fields
      self.groups = groups
      self.guide_type = guide_type
  
file_path: AutoGL/autogl/module/nas/algorithm/agnn_rl.py
imports: from .rl import *
  import numpy
label_desc: Use image node_id 1 to create a new AGNNActionGuider object from inherited base classes: nn with example: obj = AGNNActionGuider(fields, groups, guide_type)